Best user feedback AI tools

SeeReviews is an AI-powered tool that analyzes App Store reviews to provide actionable insights. It automatically summarizes user feedback, tracks sentiment trends, extracts keywords for ASO, and helps developers, product managers, and marketers build better apps by understanding user needs.

Iterato is an AI Product Manager that transforms user behavior into actionable feedback. It uses AI-driven insights, human-like conversations, and real-time sentiment analysis to help startups and solopreneurs build the right products by understanding their users deeply.

Userflow is an AI-powered, no-code platform for building in-app user onboarding, product tours, and surveys. It helps SaaS companies increase product adoption, engage users with new features, and reduce customer churn through interactive guidance.

AskFlow is a growth platform designed for AI startups to accelerate product development and achieve product-market fit. It enables rapid idea validation through conversational surveys, connects innovators with a curated community of early adopters, and provides deep, actionable user insights to guide product roadmaps efficiently.

SignalsLoop is an AI-powered feedback management platform that automatically categorizes, prioritizes, and detects duplicate user feedback. It helps product teams build data-driven roadmaps by transforming scattered feedback from various channels into actionable insights, designed for startups and indie makers.

Cacoon is an AI-powered product management platform designed to help teams collect, organize, and act on user feedback efficiently. It transforms raw feedback into actionable insights and strategic roadmaps, fostering better product development and customer satisfaction.

Context is an AI-powered analytics platform designed to help product teams understand their users. It unifies qualitative feedback from various sources like support tickets, surveys, and reviews, using AI to automatically surface actionable insights, track trends, and inform product decisions.

Wynter is a B2B message testing and audience research platform. It helps companies get rapid qualitative feedback on their marketing copy, website messaging, and product positioning from their exact target audience.

Olvy is an AI-powered platform that centralizes and analyzes user feedback from multiple channels. It transforms qualitative data from surveys, reviews, support tickets, and calls into actionable insights, helping product teams make smarter, data-driven decisions and build better products.

Zigpoll is an AI-powered survey and feedback platform designed for e-commerce websites, particularly those on Shopify. It enables businesses to create and deploy targeted, on-site polls to capture real-time customer insights, understand user behavior, reduce cart abandonment, and ultimately boost conversion rates and customer satisfaction.

Supascout is an AI-powered tool that analyzes App Store reviews to provide actionable insights. It automatically categorizes user feedback into satisfactions, frustrations, and opportunities, helping developers and product managers make data-driven decisions for app improvement and competitor analysis.

Blitzllama is an AI-powered product insights platform designed to help teams collect and analyze customer feedback. It unifies in-app surveys, app store reviews, and support conversations, using AI to automatically surface actionable insights, identify trends, and prioritize product improvements, accelerating data-driven growth.

RowebAI is an AI-powered platform that provides deep insights into user behavior through website heatmaps and session recordings. It automatically analyzes visitor interactions, identifies patterns, and generates actionable summaries to help businesses optimize user experience, improve conversion rates, and make data-driven decisions without slowing down their website.

UserWatch is an AI-powered product analyst that automates complex analytics tasks. It runs A/B tests, creates dashboards, and analyzes session replays using simple prompts. This tool helps product teams identify user friction, get actionable UX insights, and directly link improvements to revenue impact, saving hours of manual work.

Voicepanel utilizes AI agents to automate customer research, enabling companies to conduct hundreds of in-depth interviews via voice, video, and text. It provides nuanced feedback with adaptive questioning and AI-powered analysis, helping teams make confident decisions 10x faster and more affordably than traditional methods.

Kraftful is an AI-powered copilot for product teams, designed to analyze and synthesize user feedback from over 30 sources. It automatically sorts feedback into actionable insights, generates user stories for Jira and Linear, and helps teams build products customers love by deeply understanding their needs.

Reviewradar is an AI-powered research tool that analyzes millions of SaaS reviews. It allows users to chat with review data to quickly understand user sentiment, identify likes and dislikes, and uncover what customers are looking for in a product, accelerating market research and product development.

UXArmy is an AI-powered, all-in-one user research platform for remote usability testing and user insights. It enables teams to conduct unmoderated tests, moderated interviews, card sorting, and tree testing. With a global participant panel and AI-driven analysis, it helps businesses turn user feedback into a competitive advantage by creating better digital experiences.

Feedby is an AI-powered tool that automatically filters YouTube comment sections to extract valuable user feedback. It intelligently identifies feature requests, bug reports, and questions, saving creators hours of manual work. Get curated insights delivered directly to your inbox and build what your audience truly wants.

Told is an AI-powered popup survey tool designed for product, UX, and growth teams. It enables businesses to collect real-time, contextual user feedback through various channels like in-app, website, email, and mobile surveys. Featuring AI-driven reporting, smart triggering, and seamless no-code integration, Told helps teams turn user insights into actionable product improvements, measure satisfaction (NPS, CSAT), and optimize the customer journey.

qvantify is an AI-powered platform designed to scale qualitative research. It utilizes an AI Interview Bot to conduct hundreds of in-depth, empathetic feedback interviews daily, combining the depth of qualitative insights with the scale of quantitative surveys. It's ideal for continuous discovery, market expansion, and solution validation.

Convo is an AI-powered platform designed to automate and scale qualitative research. It utilizes customizable AI voice agents to conduct natural, in-depth interviews with users, providing instant analysis, theme synthesis, and user persona generation. This accelerates the research process, enabling teams to gather deep user insights quickly and cost-effectively without extensive manual effort.

YOMO AI is an AI-powered product intelligence platform designed for teams to centralize user feedback, automate qualitative research, and collaborate on data-driven roadmaps. It integrates feedback collection, AI analysis, and collaborative workspaces to accelerate product development and build products customers truly want.

Canny is an AI-powered customer feedback management platform that helps businesses collect, analyze, and prioritize user feedback to build better products. It centralizes feedback, creates product roadmaps, and keeps users engaged with a public changelog.